Modelence's answer

TypeScript and MongoDB as the core stack, built on Modelence's own open-source full-stack framework. The AI App Builder layer handles prompt-to-app generation on top of this foundation.

Plainstack Teardown's answer:

Next.js, React and TypeScript, styled with Tailwind CSS, deployed on Vercel.

The analysis itself is plain client-side JavaScript — there is no backend, no database and no server-side processing of your file, which is what makes the privacy claim structural rather than a promise.

Modelence's answer

Compared to Lovable, Replit, or Base44, Modelence gives you production-grade apps (not throwaway prototypes), a fully open-source codebase you can eject and self-host anytime, and a streamlined no-code experience backed by a robust full-stack framework.

Plainstack Teardown's answer:

Honestly, for most teams it isn't an either/or — it's a first look.

CloudZero, Vantage and nOps are platforms: you connect an account, onboard, and pay monthly for ongoing visibility. If you need continuous cost monitoring across a large estate, that's what you should buy.

This is for the moment before that. Two seconds, no signup, no sales call, no connecting anything to your account. You find out whether there's anything worth chasing, and if there isn't, you've lost two seconds instead of a demo call and a trial.

It's free, and it stays free.

Modelence's answer

Non-technical founders, solo entrepreneurs, and small teams who need to ship real software products quickly - without hiring a dev team or learning to code. Also appeals to technical users who want to accelerate app development with AI while retaining full code access.

Plainstack Teardown's answer:

Engineering leaders at small and mid-sized software companies — CTOs, VPs of Engineering, heads of platform or infrastructure, and technical co-founders.

Typically 10–100 people, running on AWS, spending somewhere between $5,000 and $50,000 a month, with nobody whose actual job is watching the bill. Large enough that the waste is real money; small enough that there's no dedicated FinOps function to catch it.

Modelence's answer

Modelence builds real, production-ready apps from prompts - not just prototypes. Unlike other AI app builders, it's powered by an open-source TypeScript/MongoDB framework, so you get full code ownership and no vendor lock-in.

Plainstack Teardown's answer:

It runs entirely in your browser. Your billing export is never uploaded, never transmitted and never stored — you can disconnect from the internet after the page loads and it still works.

Every other tool in this category wants you to connect your AWS account or hand over an email before it shows you anything. This shows you the answer first and asks for nothing at all.

It's also diagnostic rather than descriptive: it doesn't just report what you spent, it names the specific patterns behind it — NAT Gateway charges hiding inside "EC2 — Other", Multi-AZ on databases that don't need it, storage with no lifecycle rules, steady workloads still on on-demand rates.

Plainstack Teardown's answer:

Plainstack Teardown is newly launched and we're not naming customers yet.

Plainstack Teardown's answer:

Plainstack runs flat-rate AWS cost audits. Doing that work, the same handful of problems turned up in account after account — the same services over-provisioned, the same settings left at defaults, the same things switched on for a launch and never switched off.

None of it needed a consultant to spot. It just needed someone to look.

So we built the free version of the first hour of an audit and put it in the browser, with no signup and nothing uploaded, because asking someone to hand over their billing data to find out whether they have a problem is a strange thing to require.